AIMC Journal:
Journal of biomedical informatics

Showing 401 to 410 of 650 articles

Cimind: A phonetic-based tool for multilingual named entity recognition in biomedical texts.

Journal of biomedical informatics Apr 11, 2019
BACKGROUND: Extracting concepts from biomedical texts is a key to support many advanced applications such as biomedical information retrieval. However, in clinical notes Named Entity Recognition (NER) has to deal with various types of errors such as ...
Phonetics Natural Language Processing Vocabulary, Controlled Humans Algorithms
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Assisting radiologists with reporting urgent findings to referring physicians: A machine learning approach to identify cases for prompt communication.

Journal of biomedical informatics Apr 5, 2019
Radiologists are expected to expediently communicate critical and unexpected findings to referring clinicians to prevent delayed diagnosis and treatment of patients. However, competing demands such as heavy workload along with lack of administrative ...
Humans Cluster Analysis Radiologists Referral and Consultation Machine Learning Communication
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Chief complaint classification with recurrent neural networks.

Journal of biomedical informatics Mar 26, 2019
Syndromic surveillance detects and monitors individual and population health indicators through sources such as emergency department records. Automated classification of these records can improve outbreak detection speed and diagnosis accuracy. Curre...
Neural Networks, Computer Algorithms Population Surveillance Humans Triage
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A survey on literature based discovery approaches in biomedical domain.

Journal of biomedical informatics Mar 9, 2019
Literature Based Discovery (LBD) refers to the problem of inferring new and interesting knowledge by logically connecting independent fragments of information units through explicit or implicit means. This area of research, which incorporates techniq...
Data Mining Knowledge Discovery Surveys and Questionnaires Natural Language Processing Humans
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Distributed learning from multiple EHR databases: Contextual embedding models for medical events.

Journal of biomedical informatics Feb 27, 2019
Electronic health record (EHR) data provide promising opportunities to explore personalized treatment regimes and to make clinical predictions. Compared with regular clinical data, EHR data are known for their irregularity and complexity. In addition...
Computer Communication Networks Electronic Health Records Diagnosis, Computer-Assisted Humans Machine Learning
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Stress detection in daily life scenarios using smart phones and wearable sensors: A survey.

Journal of biomedical informatics Feb 27, 2019
Stress has become a significant cause for many diseases in the modern society. Recently, smartphones, smartwatches and smart wrist-bands have become an integral part of our lives and have reached a widespread usage. This raised the question of whethe...
Wearable Electronic Devices Smartphone Male Stress, Psychological Activities of Daily Living Monitoring, Ambulatory Equipment Design Wrist Humans Machine Learning Female
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Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition.

Journal of biomedical informatics Feb 25, 2019
Clinical named entity recognition aims to identify and classify clinical terms such as diseases, symptoms, treatments, exams, and body parts in electronic health records, which is a fundamental and crucial task for clinical and translational research...
Deep Learning Natural Language Processing Data Curation Electronic Health Records Language Humans Neural Networks, Computer
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Automatic inference of BI-RADS final assessment categories from narrative mammography report findings.

Journal of biomedical informatics Feb 23, 2019
We propose an efficient natural language processing approach for inferring the BI-RADS final assessment categories by analyzing only the mammogram findings reported by the mammographer in narrative form. The proposed hybrid method integrates semantic...
Humans Radiographic Image Interpretation, Computer-Assisted Breast Semantics Data Mining Mammography Natural Language Processing Female Deep Learning
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Active learning using rough fuzzy classifier for cancer prediction from microarray gene expression data.

Journal of biomedical informatics Feb 22, 2019
Cancer classification from microarray gene expression data is one of the important areas of research in the field of computational biology and bioinformatics. Traditional supervised techniques often fail to produce desired accuracy as the number of c...
Databases, Genetic Fuzzy Logic Supervised Machine Learning Gene Expression Profiling Computational Biology Algorithms Neoplasms Humans
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MCN: A comprehensive corpus for medical concept normalization.

Journal of biomedical informatics Feb 22, 2019
Normalization of clinical text involves linking different ways of talking about the same clinical concept to the same term in the standardized vocabulary. To date, very few annotated corpora for normalization have been available, and existing corpora...
Information Storage and Retrieval Vocabulary, Controlled Electronic Health Records Natural Language Processing Data Curation Humans
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